Spectral properties of adjacency and distance matrices for various networks

Details Spectral properties of adjacency and distance matrices for various networks Spectral properties of adjacency and distance matrices for various networks

2008-03-13

arxiv.org/abs/0803.2064v1

Lect. Notes Comput. Sc. 5102 (2008) 559

Physics

Condensed Matter

Disordered Systems and Neural Networks

9 pages, 3 figures in 7 epos files, for ICCS 2008

Scientific paper

10.1007/978-3-540-69387-1_62

The spectral properties of the adjacency (connectivity) and distance matrix
for various types of networks: exponential, scale-free (Albert--Barabasi) and
classical random ones (Erdos--Renyi) are evaluated. The graph spectra for dense
graph in the Erdos-Renyi model are derived analytically.

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